Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9604743 0.9951483 0.9053800 0.0353645 0.9637352
bt 0.7715415 0.7525420 0.9275646 0.1556556 0.4109174
maxnet 0.6355731 0.7632434 0.9093326 0.2261026 0.4388330
gam 0.7826087 0.7680828 0.9125098 0.1469018 0.4374575
glm 0.7691700 0.7318924 0.7810708 0.1560249 0.4244250

Variable Importance

Partial Dependence